Segmentation papers, 2023–2026

Key findings

• Segmentation went from 251 papers in 2023 to 265 in 2026, roughly 1.1x in three years.
• CVPR publishes the most Segmentation work: 647 papers from 2023 to 2026, 63% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 36 in 2023 to 72 in 2026.
• Among the 5 topics under Computer Vision, it ranks #5 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 1.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026A probabilistic model of visual segmentation explains early visual cortical dynamics
• ICML 2026SEMIR: Semantic Minor-Induced Representation Learning on Graphs for Visual Segmentation
• ICLR 2026ARINBEV: Bird's-Eye View Layout Estimation with Conditional Autoregressive Model
• CVPR 2026Annotation-Efficient Coreset Selection for Context-dependent Segmentation
• NeurIPS 2025$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
• ICML 2025GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
• ICLR 2025ADAPT: Attentive Self-Distillation and Dual-Decoder Prediction Fusion for Continual Panoptic Segmentation
• CVPR 20253D Dental Model Segmentation with Geometrical Boundary Preserving
• NeurIPS 2024Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era
• ICML 2024BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
• ICLR 2024Diving Segmentation Model into Pixels
• CVPR 2024DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
• NeurIPS 20233D Indoor Instance Segmentation in an Open-World
• ICML 2023CLUSTSEG: Clustering for Universal Segmentation
• ICLR 20233D Segmenter: 3D Transformer based Semantic Segmentation via 2D Panoramic Distillation
• CVPR 2023A Generalized Framework for Video Instance Segmentation
• NeurIPS 2026Adaptive Residual Quantization for Memory-Efficient Temporal Action Segmentation
• ICML 2026SCRWKV: Ultra-Compact Structure-Calibrated Vision-RWKV for Topological Crack Segmentation
• ICLR 2026CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
• CVPR 2026Better Stronger Faster Tackling the Trilemma in MLLM-based Segmentation with

All Segmentation papers

167 papers, page 2 of 4

51. CVPR 2024Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
52. CVPR 2024Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views
53. CVPR 2024GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
54. CVPR 2024GraCo: Granularity-Controllable Interactive Segmentation
55. CVPR 2024GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
56. CVPR 2024GSVA: Generalized Segmentation via Multimodal Large Language Models
57. CVPR 2024Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation
58. CVPR 2024Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation
59. CVPR 2024HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild
60. CVPR 2024HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation
61. CVPR 2024Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
62. CVPR 2024Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
63. CVPR 2024Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation
64. CVPR 2024Improving Bird's Eye View Semantic Segmentation by Task Decomposition
65. CVPR 2024Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps
66. CVPR 2024Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation
67. CVPR 2024Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Segmentation
68. CVPR 2024Instance Tracking in 3D Scenes from Egocentric Videos
69. CVPR 2024JRDB-PanoTrack: An Open-world Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments
70. CVPR 2024Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms
71. CVPR 2024LASO: Language-guided Affordance Segmentation on 3D Object
72. CVPR 2024Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
73. CVPR 2024Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
74. CVPR 2024Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
75. CVPR 2024LISA: Reasoning Segmentation via Large Language Model
76. CVPR 2024LLaFS: When Large Language Models Meet Few-Shot Segmentation
77. CVPR 2024LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation
78. CVPR 2024LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation
79. CVPR 2024MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation
80. CVPR 2024MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation
81. CVPR 2024MFP: Making Full Use of Probability Maps for Interactive Image Segmentation
82. CVPR 2024Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation
83. CVPR 2024MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection
84. CVPR 2024MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation
85. CVPR 2024MRFS: Mutually Reinforcing Image Fusion and Segmentation
86. CVPR 2024Mudslide: A Universal Nuclear Instance Segmentation Method
87. CVPR 2024Multi-view Aggregation Network for Dichotomous Image Segmentation
88. CVPR 2024NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation
89. CVPR 2024No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation
90. CVPR 2024Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor
91. CVPR 2024OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
92. CVPR 2024ODIN: A Single Model for 2D and 3D Segmentation
93. CVPR 2024OMG-Seg: Is One Model Good Enough For All Segmentation?
94. CVPR 2024OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning
95. CVPR 2024OneFormer3D: One Transformer for Unified Point Cloud Segmentation
96. CVPR 2024Open-Set Domain Adaptation for Semantic Segmentation
97. CVPR 2024Open-Vocabulary 3D Semantic Segmentation with Foundation Models
98. CVPR 2024Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
99. CVPR 2024Open-Vocabulary Segmentation with Semantic-Assisted Calibration
100. CVPR 2024Open-Vocabulary Semantic Segmentation with Image Embedding Balancing

FAQ

How many Segmentation papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

1,034 in total: 251 in 2023, 269 in 2024, 249 in 2025, 265 in 2026.

How many Segmentation papers are at NeurIPS 2026?

NeurIPS 2026 has 60 Segmentation papers, versus 66 the year before.

How many Segmentation papers are at ICLR 2026?

ICLR 2026 has 26 Segmentation papers, versus 26 the year before.

How many Segmentation papers are at ICML 2026?

ICML 2026 has 25 Segmentation papers, versus 17 the year before.

How many Segmentation papers are at CVPR 2026?

CVPR 2026 has 154 Segmentation papers, versus 140 the year before.

Which conference publishes the most Segmentation papers?

CVPR, with 647 papers from 2023 to 2026.